{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from collections import defaultdict\n",
    "import sys\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "%matplotlib inline\n",
    "\n",
    "from Bio import PDB"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Structure exists: './pdb1tup.ent' \n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/tiago_antao/anaconda3/lib/python3.6/site-packages/Bio/PDB/StructureBuilder.py:90: PDBConstructionWarning: WARNING: Chain A is discontinuous at line 6146.\n",
      "  PDBConstructionWarning)\n",
      "/home/tiago_antao/anaconda3/lib/python3.6/site-packages/Bio/PDB/StructureBuilder.py:90: PDBConstructionWarning: WARNING: Chain B is discontinuous at line 6147.\n",
      "  PDBConstructionWarning)\n",
      "/home/tiago_antao/anaconda3/lib/python3.6/site-packages/Bio/PDB/StructureBuilder.py:90: PDBConstructionWarning: WARNING: Chain C is discontinuous at line 6148.\n",
      "  PDBConstructionWarning)\n",
      "/home/tiago_antao/anaconda3/lib/python3.6/site-packages/Bio/PDB/StructureBuilder.py:90: PDBConstructionWarning: WARNING: Chain E is discontinuous at line 6149.\n",
      "  PDBConstructionWarning)\n",
      "/home/tiago_antao/anaconda3/lib/python3.6/site-packages/Bio/PDB/StructureBuilder.py:90: PDBConstructionWarning: WARNING: Chain F is discontinuous at line 6171.\n",
      "  PDBConstructionWarning)\n",
      "/home/tiago_antao/anaconda3/lib/python3.6/site-packages/Bio/PDB/StructureBuilder.py:90: PDBConstructionWarning: WARNING: Chain A is discontinuous at line 6185.\n",
      "  PDBConstructionWarning)\n",
      "/home/tiago_antao/anaconda3/lib/python3.6/site-packages/Bio/PDB/StructureBuilder.py:90: PDBConstructionWarning: WARNING: Chain B is discontinuous at line 6383.\n",
      "  PDBConstructionWarning)\n",
      "/home/tiago_antao/anaconda3/lib/python3.6/site-packages/Bio/PDB/StructureBuilder.py:90: PDBConstructionWarning: WARNING: Chain C is discontinuous at line 6453.\n",
      "  PDBConstructionWarning)\n"
     ]
    }
   ],
   "source": [
    "repository = PDB.PDBList()\n",
    "parser = PDB.PDBParser()\n",
    "repository.retrieve_pdb_file('1TUP', pdir='.', file_format='pdb') #XXX\n",
    "p53_1tup = parser.get_structure('P 53', 'pdb1tup.ent')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{' DT': 257, ' DC': 152, ' DA': 270, ' DG': 176, 'HOH': 384, 'SER': 323, 'VAL': 315, 'PRO': 294, 'GLN': 189, 'LYS': 135, 'THR': 294, 'TYR': 288, 'GLY': 156, 'PHE': 165, 'ARG': 561, 'LEU': 336, 'HIS': 210, 'ALA': 105, 'CYS': 180, 'ASN': 216, 'MET': 144, 'TRP': 42, 'ASP': 192, 'ILE': 144, 'GLU': 297, ' ZN': 3}\n",
      "{'E': 442, 'F': 449, 'A': 1734, 'B': 1593, 'C': 1610}\n",
      "{'O': 1114, 'C': 3238, 'N': 1001, 'P': 40, 'S': 48, 'ZN': 3}\n"
     ]
    }
   ],
   "source": [
    "atom_cnt = defaultdict(int)\n",
    "atom_chain = defaultdict(int)\n",
    "atom_res_types = defaultdict(int)\n",
    "\n",
    "for atom in p53_1tup.get_atoms():\n",
    "    my_residue = atom.parent\n",
    "    my_chain = my_residue.parent\n",
    "    atom_chain[my_chain.id] += 1\n",
    "    if my_residue.resname != 'HOH':\n",
    "        atom_cnt[atom.element] += 1\n",
    "    atom_res_types[my_residue.resname] += 1\n",
    "print(dict(atom_res_types))\n",
    "print(dict(atom_chain))\n",
    "print(dict(atom_cnt))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "{' DT': 13, ' DC': 8, ' DA': 13, ' DG': 8, 'HOH': 384, 'SER': 54, 'VAL': 45, 'PRO': 42, 'GLN': 21, 'LYS': 15, 'THR': 42, 'TYR': 24, 'GLY': 39, 'PHE': 15, 'ARG': 51, 'LEU': 42, 'HIS': 21, 'ALA': 21, 'CYS': 30, 'ASN': 27, 'MET': 18, 'TRP': 3, 'ASP': 24, 'ILE': 18, 'GLU': 33, ' ZN': 3}\n",
      "{'E': 43, 'F': 35, 'A': 395, 'B': 265, 'C': 276}\n"
     ]
    }
   ],
   "source": [
    "res_types = defaultdict(int)\n",
    "res_per_chain = defaultdict(int)\n",
    "for residue in p53_1tup.get_residues():\n",
    "    res_types[residue.resname] += 1\n",
    "    res_per_chain[residue.parent.id] +=1\n",
    "print(dict(res_types))\n",
    "print(dict(res_per_chain))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_bounds(my_atoms):\n",
    "    my_min = [sys.maxsize] * 3\n",
    "    my_max = [-sys.maxsize] * 3\n",
    "    for atom in my_atoms:\n",
    "        for i, coord in enumerate(atom.coord):\n",
    "            if coord < my_min[i]:\n",
    "                my_min[i] = coord\n",
    "            if coord > my_max[i]:\n",
    "                my_max[i] = coord\n",
    "    return my_min, my_max"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "E ([22.989, 6.224, 68.526], [83.134, 52.07, 93.047])\n",
      "F ([18.075, 17.921, 67.133], [81.553, 51.854, 92.927])\n",
      "A ([47.913, 3.146, 35.011], [101.837, 52.296, 81.497])\n",
      "B ([46.526, -9.607, 61.584], [94.363, 37.123, 108.068])\n",
      "C ([14.611, -26.648, 60.367], [62.142, 18.871, 110.81])\n",
      "([14.611, -26.648, 35.011], [101.837, 52.296, 110.81])\n"
     ]
    }
   ],
   "source": [
    "chain_bounds = {}\n",
    "for chain in p53_1tup.get_chains():\n",
    "    print(chain.id, get_bounds(chain.get_atoms()))\n",
    "    chain_bounds[chain.id] = get_bounds(chain.get_atoms())\n",
    "print(get_bounds(p53_1tup.get_atoms()))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": "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\n",
      "text/plain": [
       "<Figure size 1152x648 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#matplotlib 3d plot\n",
    "fig = plt.figure(figsize=(16, 9))\n",
    "ax3d = fig.add_subplot(111, projection='3d')\n",
    "ax_xy = fig.add_subplot(331)\n",
    "ax_xy.set_title('X/Y')\n",
    "ax_xz = fig.add_subplot(334)\n",
    "ax_xz.set_title('X/Z')\n",
    "ax_zy = fig.add_subplot(337)\n",
    "ax_zy.set_title('Z/Y')\n",
    "color = {'A': 'r', 'B': 'g', 'C': 'b', 'E': '0.5', 'F': '0.75'}\n",
    "zx, zy, zz = [], [], []\n",
    "for chain in p53_1tup.get_chains():\n",
    "    xs, ys, zs = [], [], []\n",
    "    for residue in chain.get_residues():\n",
    "        ref_atom = next(residue.get_iterator())\n",
    "        x, y, z = ref_atom.coord\n",
    "        if ref_atom.element == 'ZN':\n",
    "            zx.append(x)\n",
    "            zy.append(y)\n",
    "            zz.append(z)\n",
    "            continue\n",
    "        xs.append(x)\n",
    "        ys.append(y)\n",
    "        zs.append(z)\n",
    "    ax3d.scatter(xs, ys, zs, color=color[chain.id])\n",
    "    ax_xy.scatter(xs, ys, marker='.', color=color[chain.id])\n",
    "    ax_xz.scatter(xs, zs, marker='.', color=color[chain.id])\n",
    "    ax_zy.scatter(zs, ys, marker='.', color=color[chain.id])\n",
    "ax3d.set_xlabel('X')\n",
    "ax3d.set_ylabel('Y')\n",
    "ax3d.set_zlabel('Z')\n",
    "ax3d.scatter(zx, zy, zz, color='k', marker='v', s=300)\n",
    "ax_xy.scatter(zx, zy, color='k', marker='v', s=80)\n",
    "ax_xz.scatter(zx, zz, color='k', marker='v', s=80)\n",
    "ax_zy.scatter(zz, zy, color='k', marker='v', s=80)\n",
    "for ax in [ax_xy, ax_xz, ax_zy]:\n",
    "    ax.get_yaxis().set_visible(False)\n",
    "    ax.get_xaxis().set_visible(False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 1
}
